proteomics that is an aspect of multi-omics

1. Proteomics
• The proteome is larger than the genome due to
alternative splicing and protein modification.
As we have said before we need to know
• All protein-protein interactions.
• One protein or peptide may have multiple
functions depending on context.
• Regulation of protein function.
• Modification
• Location
• Detection and quantitation
– The concentration of all proteins changes by 10 orders
of magnitude within the cell. Currently there are no
easy methods for determining the concentrations over
this large of a concentration range.

2. What areas are being studied in Proteomics?
• Mass spectrometer based proteomics
– This area is most commonly associated with proteomics
and is a method to determine which proteins are
expressed and the amounts of those proteins.
• Array based proteomics
– This method uses various arrays to try and define the
function of the proteins, regulation levels and interacting
partners within the cell.
• Informatics
– This is trying to define what information will be needed,
stored, accessed and how it can be used to study the
proteome of the cell.
• Clinical
• Orthagonalomics

3. MASS SPECTROMETER BASED
PROTEOMICS
• Principles
– Mass spectrometry is based on the fact that ions
of differing charge and mass will move
differently in a magnetic field. In proteomics
the proteins are first separated by some means
and then analyzed with a mass spectrometer

4. Separating the Proteome
• The protein genome is separated by several
different methods.
• Many researchers are first separating
portions of the genome, such as isolating
organelles, and then analyzing that portion.
• This is because often proteins of interest,
regulatory proteins are in low abundance.
• The most commonly used method is 2-
dimensional gel electrophoresis.
– Consists of using isoelectric focusing with SDS
polyacrylamide gel electrophoresis

5. Isoelectric focusing
• This separates proteins based on isoelectric point
• The isoelectric point is the pH at which the protein has
no net charge.
• pH gradients may be large 2-10 or small 6-7
• Typically this is done with an immobilized pH
gradient gel strip or with a tube gel containing a low
concentration of polyacrylamide.
• Ampholytes are added to create a pH gradient in an
electric field and the proteins are loaded.
• The IEF gel is placed in an electrophoresis system for
up to 24 hours and the proteins form tight bands at
their isoelectric point.
• The IEFgels are now ready for the second method.

6. Figure is from “Principles of Biochemistry” Lehninger, Fourth Edition

7. SDS Polyacrylamide Gel Electrophoresis
• The second dimension separates the proteins based on size.
• There are two parts, the stacking gel which concentrates the
sample and the running gel that is used to separate the
proteins.
• The IEF gel is soaked in a solution containing chemical to
denature the proteins including sodium dodecyl sulfate a
detergent which gives the proteins a net negative charge.
This means that all proteins will move in one direction.
• The IEF gel is then put in the one long well in the stacking
gel, sealed in place with agarose, and the proteins subjected
to an electric field to separate.
• The larger proteins are found at the top and the smaller
ones are found at the bottom of the gel.

8. 2-Dimensional Gel Electrophoresis
• In a 2D gel the proteins appear as spots on the gel
rather than bands. These spots can then be
further processed or used for mass spectrometry
directly.
• Further processing usually includes spot excision,
trypsin digestion, and mass spectromety
• Analysis may also include differential 2D gel
electrophoresis
– In this case a control and sample are separately
labeled with a fluorescent molecule.
– The samples are mixed and electrophoresed in the
same gels.
– A laser scanner is used to identify each spot and a
program puts the two images together.

9. 2-D Gel Electrophoresis

10. 2-D Gel (denaturing)

11. 2-D Gel (non-denaturing)
pH 4 pH 10

12. Alternate Separation Methods
• The first dimension is run in larger agarose tube
gels with ampholytes.
– This has less resolution than polyacrylamide gels.
The tubes are sliced and the proteins are allowed to
diffuse out.
• Gel regions are cut, proteins eluted and the
proteins are then separated by capillary
electrophoresis.
• Capillary electrophoresis has a much greater
resolution for the proteins mass.
• Proteins are eluted from the capillary in the
process and can be collected. They are readily
available for mass spectrometry.

13. Alternative Separation Methods
• Whole proteome is analyzed at once.
• Proteome is digested with protease (trypsin)
• Digested proteome is injected to HPLC with
2 columns in series (mixed bed ion exchange
and reverse phase)
• Peptides are eluted from ion exchange onto
reverse phase and then separated on reverse
phase column.
• Peptides then enter ESI-MS-MS

14. Mass Spectrometery
• Separates ions based on mass to charge ratio.
– Charges are placed on the protein or the peptide by
ionization.
• Two most common types of ionization are:
• Matrix-Assisted Laser Desorption Ionization.
– MALDI causes fragmentation of the protein during
ionization. Can be used to get more information
about the fragments. Easier to do than ESI.
• Electrospray ionization (ESI)
– ESI can give whole protein masses as well as complex
masses. If the proteins is first separated by reverse
phase HPLC before injection only the subunits masses
will be known.

15. Matrix-Assisted Laser Desorption
Ionization (MALDI)
• MALDI causes fragmentation of the protein
during ionization. Can be used to get more
information about the fragments. Easier to
do than ESI.
• Requires sample to be placed in matrix that
absorbs appropriate wavelength light.
• Matrix generates heat and forms ions of
matrix and what is around it.

16. Electrospray Ionization

17. Mass Analyzers
• Important parameters
– Sensitivity
• How few ions can be detected.
– Resolution
• How well different masses can be determined.
– mass accuracy
• How reproducible and correct are the masses.

18. Mass Analyzers (MS)
• Quadrapole
• High Sensitivity, acceptable mass accuracy and
resolution
• Easily coupled to chromatography
• Time of Flight
• High Sensitivity, high mass accuracy, high
resolution
• Limited to small m/z ratios
• Not easily coupled to chromatography
• Easily coupled to MALDI

19. Mass Analyzers (MS)
• Ion Trap
• High Sensitivity
• Low mass accuracy and resolution
• Fourier Transform ion cyclotron
• High sensitivity, mass accuracy, resolution,
dynamic range
• Expensive, difficult to operate, low fragmentation
efficiency

20. Mass Spectrometers
• Instruments are often coupled
– MS/MS
• ESI - quadrapole MS -TOF-MS
– Collider
• Is essentially a Quadrapole MS with collision
gas included
• Forms collision induced ions
– Gives collision induced spectra (CID)

21. -Quadrapole
MS
- Collider
- TOF MS

22. Mass spectrometers

23. Protein identification and Quatitation
• To quantitate
– add stable isotopes
– post separation modification
• SH, NH2, N-linked carbohydrates
• Incorporation of isotopes in culture

24. MS Quantitation

25. Protein Identification
• Use collision induced spectra
– provides sequence information
– provides unique m/z spectra for each peptide
• Problem is large number of CID & large
amount of information.
– Need methods for searching
– Filtering has been tried (limited success)
– Most successful with human intervention.
– Improving
• Use unique mass of peptides to identify
sequence and multiple ions to identify proteins

26. Amino Acid Masses
Amino acid Mass(avg) Amino acid Mass(avg)
G 57.0520 D 115.0886
A 71.0788 Q 128.1308
S 87.0782 K 128.1742
P 97.1167 E 129.1155
V 99.1326 M 131.1986
T 101.1051 H 137.1412
C 103.1448 F 147.1766
I 113.1595 R 156.1876
L 113.1595 Y 163.1760
N 114.1039 W 186.2133

27. Peptide Fragmentation
100
0
250 500 750 1000
m/z
%
Intensity
K
1166
L
1020
E
907
D
778
E
663
E
534
L
405
F
292
G
145
S
88 b ions
147
260
389
504
633
762
875
1022
1080
1166 y ions

28. Mass Analyzers (MS)
Quadrapole
• Sensitive, acceptable mass accuracy and resolution
• Easily coupled to chromatography.
– Time of Flight
• Sensitive, high mass accuracy, high resolution
• Limited to small m/z ratios
• Not easily coupled to chromatography
– Ion Trap
• Sensitive
• Low mass accuracy
– Fourier Transform ion cyclotron
• High sensitivity, mass accuracy, resolution, dynamic
range
• Expensive, difficult to operate, low fragmentation
efficiency

30. Proteomics
• The proteome is larger than the genome due to alternative
splicing and protein modification.
As we have said before we need to know
• All protein-protein interactions.
• Function
– One protein or peptide may have multiple functions depending on
context.
• Regulation of protein function.
• Modification
• Location
– Location will help us to understand the proteins role in the cell,
what its function is, and what controls its function.
• Detection and quantitation
– The concentration of all proteins changes by 10 orders of
magnitude within the cell. Currently there are no easy methods for
determining the concentrations